The black box problem of generative AI coding, and what we do with black boxes

Part of the problem with generative AI coding is that it ends up acting highly like a black box. So you generate some code, but that code may - in the best case scenario - be generated from subject matter expert source code but be inscrutable. Or the volume of code required to make the feature is prohibitive to then making a detailed review and ends up having to be checked and QA-ed based on how the functional concerns run, and actually pathing through the code is left to as an exercise for the